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StreamLTT: Risk Certification for Policy Selection under Stream Dependence

arXiv:2611.04062v1 Announce Type: cross Abstract: Learn-then-Test (LTT) provides a general framework for certifying deployment policies against a prescribed risk target, but its standard formulation targets a fixed population risk estimated from calibration losses. In sequential deployment, losses…

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  1. 2026-11-04 05:00 · arXiv stat.ML
    StreamLTT: Risk Certification for Policy Selection under Stream Dependence

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